Using the antibody-antigen binding interface to train image-based deep neural networks for antibody-epitope classification
Fig 5
Prediction accuracy of DNNs trained to detect Ab family lineage.
Plot of the “F1-score local”-metric as a function of the family lineage for two types of DNN models that we trained with Ab fingerprints generated by two alternative coloring schemes, i.e., by residue charge (black circles) or by reduced-amino-acid alphabet (grey squares).